Engineering Ethics of AI by Design: Principles, Practices, and Frameworks for Responsible Artificial Intelligence
暫譯: 設計中的人工智慧工程倫理:負責任的人工智慧原則、實踐與框架
Ramachandran, Muthu
相關主題
商品描述
This book addresses the growing need for ethical considerations in the development and deployment of Artificial Intelligence (AI) systems. As AI technologies continue to advance at an unprecedented pace, they bring transformative benefits across industries but also raise significant ethical challenges, such as bias, accountability, transparency, and societal impact. This book bridges the gap between theoretical ethical principles and practical engineering practices, offering a comprehensive guide for embedding ethics into the AI development lifecycle. By focusing on actionable frameworks, case studies, and engineering-centric approaches, the book equips readers with the tools to design and implement AI systems that are not only innovative but also responsible and aligned with societal values.
商品描述(中文翻譯)
本書針對在人工智慧(AI)系統的開發與部署中日益增長的倫理考量需求進行探討。隨著AI技術以空前的速度不斷進步,它們在各行各業帶來了變革性的好處,但同時也引發了重大的倫理挑戰,例如偏見、問責制、透明度和社會影響。本書彌合了理論倫理原則與實際工程實踐之間的鴻溝,提供了一個全面的指南,以將倫理嵌入AI開發生命周期中。通過專注於可行的框架、案例研究和以工程為中心的方法,本書為讀者提供了設計和實施不僅具創新性而且負責任且符合社會價值的AI系統所需的工具。
作者簡介
Prof. Muthu Ramachandran is currently a Cybersecurity, AI, and Blockchain Research Consultant at Forti5 Technologies, UK, and Professor Extraordinarius at University of South Africa (UNISA). He is a certified IASME CE, ICA, IoT Cyber & IoT Assurance. Previously, he was Visiting Professor at Indian Institute of Technology (ISM) Dhanbad, India and at University of Southampton. He was also Associate Professor in the School of Built Environment, Engineering, and Computing at Leeds Beckett University in the UK for 18 years. Prior to his academic career, he spent nearly eight years in industrial research with Philips Research Labs, Volantis Systems Ltd, Surrey, UK, and at DRDO, Hyderabad, India as Senior Scientist working on real-time systems, software architecture, reuse, and testing.
作者簡介(中文翻譯)
穆圖·拉馬昌德蘭教授目前是英國Forti5 Technologies的網路安全、人工智慧和區塊鏈研究顧問,以及南非大學(UNISA)的特聘教授。他是認證的IASME CE、ICA、物聯網網路安全及物聯網保證專家。之前,他曾擔任印度德漢巴德印度科技學院(ISM)和南安普敦大學的訪問教授。他還在英國利茲貝克特大學的建築環境、工程和計算學院擔任了18年的副教授。在學術生涯之前,他在飛利浦研究實驗室、Volantis Systems Ltd(英國薩里)和印度海得拉巴的國防研究與發展組織(DRDO)擔任高級科學家,專注於即時系統、軟體架構、重用和測試,並在工業研究領域工作了近八年。